AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
Volatility MCP
An MCP server that enables AI assistants to perform memory forensics by wrapping Volatility 3 plugins into accessible tools for analyzing process lists and network connections.
Bluesky
A comprehensive MCP server that bridges Claude with the Bluesky social network, allowing for post creation, timeline analysis, user management, and advanced content discovery via the ATProtocol.
HeyGen
The HeyGen MCP server enables AI agents to generate professional avatar videos by providing tools for selecting voices/avatars, checking credit balance, and monitoring video generation status.
mcp-android-server-python
An MCP server for Android automation that enables AI agents to control devices using uiautomator2. It supports device management, application control, screen manipulation, and UI inspection via natural language.
vancouver
A library for building Model Context Protocol servers in Elixir, specifically designed for seamless integration with Phoenix and Bandit servers.
syrin
Syrin is a runtime intelligence system and developer tool for MCP servers that provides static tool contract analysis, protocol validation, and governed interactive execution.
agentos
Build and manage policy-compliant AI agents with safety enforcement and compliance checking
openrouter-deep-research-mcp
A sophisticated multi-agent orchestrator for OpenRouter that conducts deep research using ensemble consensus, hybrid search, and on-the-fly PGlite database indexing. It features autonomous agent workflows, knowledge graph exploration, and a job system with SSE streaming.
DeepCo
DeepCo is a multi-platform LLM chat client that supports various API providers and character management, featuring built-in support for the Model Context Protocol (MCP).
mcp-summarization-functions
A utility MCP server that optimizes AI agent context windows by providing intelligent summarization for command outputs, file contents, and directory structures across multiple AI providers.
nostr-mcp
A Nostr MCP server that enables AI models to interact with the decentralized Nostr protocol, allowing them to post notes and send Lightning zaps through connected relays.
lighthouse-mcp-server
A comprehensive web auditing MCP server that integrates Google Lighthouse to perform detailed performance, accessibility, SEO, and security assessments directly within AI agents.
IlyaGusev-academia_mcp
A comprehensive scholarly research MCP server that enables searching arXiv, ACL Anthology, and Hugging Face, managing citations via Semantic Scholar, and automating LaTeX compilation or PDF analysis.
Nuclei
A specialized MCP server that integrates the Nuclei vulnerability scanner to automate security assessments, template management, and structured vulnerability reporting.
asya
Asya is an actor-based orchestration framework for AI/ML workloads on Kubernetes, featuring independent scaling and zero-infrastructure Python handlers. It uses a sidecar pattern to manage message routing and KEDA for auto-scaling actors from zero based on queue depth.
Paddle
Interact with the Paddle API. Manage product catalog, billing and subscriptions, and reports.
pbixray-mcp-server
A specialized MCP server that allows LLMs to analyze, explore, and query Power BI (.pbix) files by exposing data model metadata, DAX measures, Power Query code, and table contents.
offeryn
Build tools for LLMs in Rust using Model Context Protocol
mcp-devkit-server
A comprehensive developer toolkit that enables AI assistants to manage Mapbox styles, access technical documentation, handle access tokens, and process geospatial data via the Mapbox APIs.
mcp-panther
A security operations MCP server that enables AI agents to manage alerts, write and tune detections, and query logs directly within the Panther security data platform.
Corporate Dystopia Toolkit
MCP (Model Context Protocol) Server. Provides a satirical corporate dystopia toolkit with HR-related tools that parody toxic workplace behaviors through functions for requesting raises, filing complaints, scheduling inconvenient meetings, and generating corporate jargon.
Web Crawler Data Bridge
An MCP server that provides advanced search, filtering, and retrieval for web crawl data from various tools like ArchiveBox, HTTrack, and Katana. It enables AI models to perform technical SEO audits, broken link detection, and content analysis using structured boolean queries and token-efficient data transformations.
GitLab Code Review
MCP (Model Context Protocol) Server. Integrates with GitLab to enable code review of merge requests, allowing detailed analysis of diffs, commenting, and approval directly within the developer workflow.
Simple File Vector Store
MCP (Model Context Protocol) Server. Provides semantic search capabilities for local files and directories using vector embeddings and efficient storage techniques.
LangGraph Coding Team
MCP (Model Context Protocol) Server. Create coding agents to generate implementation options.
okta-mcp-server
A specialized MCP server for IAM engineers and security teams that provides deep integration with Okta environments, featuring advanced security risk assessment and application access troubleshooting tools.
Binance
- Unofficial tools and server implementation for Binance's Model Context Protocol (MCP). Designed to support developers building crypto trading AI Agents.
Xiaohongshu Search and Comment
A specialized MCP server for automating Xiaohongshu (Little Red Book) interactions, enabling AI to search notes, extract content/comments, and post smart interactions for market research and social media management.
Freshdesk
A comprehensive MCP server enabling AI models to manage Freshdesk support operations, including tickets, agents, contacts, and company data through the official Freshdesk API.
PowerPoint Automation
MCP (Model Context Protocol) Server. Enables direct control of Microsoft PowerPoint through natural language commands, leveraging the PowerPoint COM API to create, edit, and manage presentations without switching applications.